Cancer treatments such as chemotherapy, radiation therapy, and targeted therapies can significantly impact blood cells. Chemotherapy and radiation can decrease the production of blood cells, leading to conditions like neutropenia (low neutrophil count), anemia, and thrombocytopenia (low platelet count). These conditions can increase the risk of infections, fatigue, and bleeding.